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storytelling-with-data

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NICS-firearm-background-checks-investigation

🔫 The data comes from the FBI's National Instant Criminal Background Check System. The NICS is used by to determine whether a prospective buyer is eligible to buy firearms or explosives. 🔫

  • Updated Jun 21, 2024
  • HTML

Data-driven analysis of inventory management and supply chain efficiency (2015-2018). Identifies key trends in product classes, sales performance, and shipping. Provides actionable insights to optimize inventory levels, reduce costs, and improve customer satisfaction in a complex supply chain environment.

  • Updated Aug 29, 2024

Interactive Power BI dashboard analyzing telecom customer churn, behavior patterns, and retention insights using KPIs, DAX, and visual analytics. Includes churn reasons, customer segmentation, and service-wise churn trends.

  • Updated Nov 28, 2025

Analyzed vendor performance using retail sales and inventory data to identify profit inefficiencies and unsold stock. Utilized SQL, Python, and Power BI to assess vendor efficiency, optimize purchasing decisions, and improve overall sales profitability.

  • Updated Oct 28, 2025
  • Jupyter Notebook

Analyzed bank data to discover 20.4% churn rate and a balance/deposit loss of $186M in a 10-year tenure period. By implementing recommended retention strategies that target key churn drivers, the bank can target a churn reduction to 15%, potentially preserving $16M in deposits in the next tenure.

  • Updated May 3, 2026
  • Jupyter Notebook

📊 This Python project analyzes the top 100 highest-rated movies of the decade to uncover trends in ratings, box office collections, and voter demographics. Using libraries like Pandas, Matplotlib, and Seaborn, it provides visual insights into movies, actors, and audience preferences. 🎥📈

  • Updated Jan 5, 2025
  • Jupyter Notebook

Project involves the analysis of grocery sales data from BlinkIT, to derive insights and visualize key metrics using Power BI. The dataset contains fields such as Item Fat Content, Item Identifier, Item Type, Outlet Establishment Year, Outlet Identifier, Outlet Location Type, Outlet Size, Outlet Type, Item Visibility, Item Weight, Sales, Rating.

  • Updated Aug 5, 2024

Dynamic Sales and Customer Tableau dashboards delivering actionable insights into Year-over-Year sales and customer performance for Jayson Supplies Ltd. (2022–2025). This strategic tool empowers stakeholders to optimize sales and marketing outcomes while driving growth throughout the current year.

  • Updated Apr 30, 2026

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